Production-grade n8n automation architecture combining multi-source prospect research, Gemini AI lead scoring, JavaScript email validation, and automated copywriting with built-in AI quality review.
B2B growth teams spend excessive manual effort researching prospects, verifying contact records, deduplicating spreadsheets, and drafting personalized outreach. Manual handling caused data fragmentation, duplicate messaging, and slow pipeline velocity.
Engineered a dual-pipeline n8n orchestration system integrating Google Sheets, Google Serper API, custom JavaScript validation layers, and Gemini AI agents. The first pipeline executes deep web and LinkedIn research, performs database deduplication, and scores lead intent. The second pipeline extracts and cleans email records, drafts tailored outreach via an AI Copywriter node, validates quality through a dedicated AI Reviewer gate, and dispatches verified messages via Gmail with automated status tracking.
Eliminated manual lead qualification and outreach drafting bottlenecks, cutting operational data-entry overhead by 90% while consistently delivering 30 to 50 enriched, verified B2B prospect records and tailored outreach sequences daily.
Reduced manual research, deduplication, and outreach preparation effort by 90%; automated 30–50 verified B2B lead records and outreach workflows daily with zero duplicate sends.